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Browsing by Author Geroski, Tijana
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| Issue Date | Title | Author(s) | Type | М-cat. |
|---|---|---|---|---|
| 2021 | Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images | Šušteršič, Tijana I.   ; Blagojević, Anđela S. ; Stefan Simovic ; Lazar Velicki ; Nenad Filipovic | Conference Paper | Mp. category will be shown later |
| 2021 | Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networks (✓) | Lorencin I.; Šegota S.; Anðelic N.; Blagojević A. ; Sustersic, Tijana ; Protic A.; Arsenijević, Momir ; Ćabov T.; Filipovic, Nenad ; Car, Zlatan | Article | 21aM21a |
| 2020 | Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19 | Blagojević, Anđela S. ; Šušteršič, Tijana I. ; Nenad Filipovic | Conference Paper | Mp. category will be shown later |
| 2018 | Automatic Sleep Apnea/Hypopnea Detection based on Nasal Airflow Signal | Šušteršič, Tijana I. ; Vulović, Aleksandra Z. ; Čekerevac I.; Suša R.; Baumann S.; Zisaki A.; Braojos R.; Ricon F.; Murali S.; Filipović, Nenad D. | Conference Paper | Mp. category will be shown later |
| 2019 | Big Data and machine learning: new frontier in lung cancer care | Filipovic, Nenad ; Sustersic, Tijana ; Vulović A. ; TSUDA A. | Reviews | Mp. category will be shown later |
| 2023 | Big Data in multiscale modelling: from medical image processing to personalized models (✓) | Geroski, Tijana ; Jakovljevic, Djordje G; Filipovic, Nenad D | Article | 21aM21a |
| 2022 | Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images | Radovanovic, Nikola ; Dašić, Lazar ; Blagojevic, Andjela ; Sustersic, Tijana ; Filipovic, Nenad | Article | Mp. category will be shown later |
| 2021 | Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients | Blagojevic, Andjela ; Sustersic, Tijana ; Lorencin, Ivan; Baressi Šegota, Sandi; Milovanovic, Dragan ; Baskić, Danijela; Baskic, Dejan ; Car, Zlatan; Filipovic, Nenad | Article | Mp. category will be shown later |
| 2022 | Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound images | Dašić, Lazar ; Blagojevic, Andjela ; Sustersic, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2021 | Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction (✓) | Jelisaveta Ignjatović; Tijana Šušteršič ; Sandra Cvijić ; Bodić, Aleksandar S. ; Jelena Đuriš ; Svetlana Ibrić ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2021 | Comparative assessment of in vitro and in silico methods for aerodynamic characterization of powders for inhalation | Ignjatović, Jelisaveta ; Šušteršič, Tijana ; Bodić, Aleksandar ; Cvijić, Sandra ; Ðuriš, Jelena ; Rossi, Alessandra; Dobričić, Vladimir ; Ibrić, Svetlana ; Filipović, Nenad | Article | 21aM21a |
| 2018 | Comparison of Different Neural Network Training Algorithms with Application to Face Recognition Problem (✓) | Vulović, Aleksandra ; Šušteršič, Tijana ; Peulić, Aleksandar ; Filipović, Nenad ; Ranković, Vesna | Article | Mp. category will be shown later |
| 2014 | Comparison of the pressure gradients obtained by calculation with the pressure gradients obtained by catheterization in patients with aortic valve stenosis | Šušteršič, Tijana ; Savić, Slobodan ; Šušteršič, Vanja | Article | 52M52 |
| 2022 | Computational Modelling and Machine Learning Based Image Processing in Spine Research | Sustersic, Tijana ; Kovacevic, Vojin ; Rankovic, Vesna ; Rasulic, Lukas ; Filipovic, Nenad | Book parts | Mp. category will be shown later |
| 2019 | Computational Modelling of Corrosion Process in Medical Implant Surfaces | Šušteršič, Tijana I. ; Gorkem Simsek; Vrana Nihal Engin; Filipovic Nenad | Conference Paper | Mp. category will be shown later |
| 2020 | Computational modelling of dry powder inhalers for pulmonary drug delivery | Sustersic, Tijana ; Filipovic, Nenad | Book parts | Mp. category will be shown later |
| 2021 | Computational vs. In Vitro Approach to Predict Aerodynamic Performance of Dry Powders for Inhalation (✓) | Jelisaveta Ignjatović; Tijana Šušteršič ; Sandra Cvijić ; Bodić, Aleksandar S. ; Jelena Đuriš ; Svetlana Ibrić ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2023 | Convolutional Neural Network for Atherosclerotic Plaque Multiclass Image Segmentation in Transverse Ultrasound Images of Carotid Artery (✓) | Lazar Dašić ; Ognjen Pavić ; Anđela Blagojević ; Tijana Geroski ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2018 | Coupled in silico platform: Computational fluid dynamics (CFD) and physiologically-based pharmacokinetic (PBPK) modelling | Vulović, Aleksandra ; Sustersić, Tijana ; Cvijić, Sandra ; Ibrić, Svetlana ; Filipović, Nenad | Article | 21M21 |
| 2022 | Coupled In-Silico and In-Vitro Modelling of Hepatocyte Cell Aggregation as a Step Towards Improved Biomaterial Risk Assessment | Sustersic, Tijana ; Nikolic, Milica ; Tanase, Constantin-Edi; Ghaemmaghami, Amir; Vrana, Nihal Engin; Filipovic, Nenad D | Conference Paper | Mp. category will be shown later |